Yes! Continuing on thoughts of LLM compression, I'm now convinced and amazed that economics will dictate that all devices contain a copy of all information on the Internet.
I wrote a post about it: Your toaster will know mesopotamian history because it’s more expensive not too.
And as other commenter pointed out, a smart toaster with ads or data collection can be subsidized and thus be more profitable. (Oh what a world we're headed for!)
In any case, I think the LLM-everywhere thesis holds even strong for even moderate-complexity devices like power plugs, microwaves, and mobile phones.
I wrote a post about it: Your toaster will know mesopotamian history because it’s more expensive not too.
https://wanderingstan.com/2026-03-01/your-toaster-will-know-...